Assessing the Ability of LSTMs to Learn Syntax-Sensitive Dependencies

4 November 2016

Papers citing "Assessing the Ability of LSTMs to Learn Syntax-Sensitive Dependencies"

50 / 496 papers shown

Title
Using Priming to Uncover the Organization of Syntactic Representations in Neural Language Models Grusha Prasad Marten van Schijndel Tal Linzen 40 51 0 23 Sep 2019
Analysing Neural Language Models: Contextual Decomposition Reveals Default Reasoning in Number and Gender Assignment Jaap Jumelet Willem H. Zuidema Dieuwke Hupkes LRM 33 37 0 19 Sep 2019
Do NLP Models Know Numbers? Probing Numeracy in Embeddings Eric Wallace Yizhong Wang Sujian Li Sameer Singh Matt Gardner 29 262 0 17 Sep 2019
Say Anything: Automatic Semantic Infelicity Detection in L2 English Indefinite Pronouns Ella Rabinovich Julia Watson Barend Beekhuizen S. Stevenson 17 3 0 17 Sep 2019
Automatically Extracting Challenge Sets for Non local Phenomena in Neural Machine Translation Leshem Choshen Omri Abend 19 18 0 15 Sep 2019
Analyzing machine-learned representations: A natural language case study Ishita Dasgupta Demi Guo S. Gershman Noah D. Goodman NAI 18 13 0 12 Sep 2019
Representation of Constituents in Neural Language Models: Coordination Phrase as a Case Study A. An Peng Qian Ethan Gotlieb Wilcox R. Levy 21 14 0 10 Sep 2019
Investigating BERT's Knowledge of Language: Five Analysis Methods with NPIs Alex Warstadt Yuning Cao Ioana Grosu Wei Peng Hagen Blix ... Jason Phang Anhad Mohananey Phu Mon Htut Paloma Jeretic Samuel R. Bowman 21 122 0 05 Sep 2019
Higher-order Comparisons of Sentence Encoder Representations Mostafa Abdou Artur Kulmizev Felix Hill D. Low Anders Søgaard 28 16 0 01 Sep 2019
Quantity doesn't buy quality syntax with neural language models Marten van Schijndel Aaron Mueller Tal Linzen 25 68 0 31 Aug 2019
Does BERT agree? Evaluating knowledge of structure dependence through agreement relations Geoff Bacon T. Regier 21 21 0 26 Aug 2019
Compositionality decomposed: how do neural networks generalise? Dieuwke Hupkes Verna Dankers Mathijs Mul Elia Bruni CoGe 39 323 0 22 Aug 2019
Recurrent Graph Syntax Encoder for Neural Machine Translation Liang Ding Dacheng Tao 45 6 0 19 Aug 2019
Visualizing and Understanding the Effectiveness of BERT Y. Hao Li Dong Furu Wei Ke Xu 27 181 0 15 Aug 2019
What BERT is not: Lessons from a new suite of psycholinguistic diagnostics for language models Allyson Ettinger 30 597 0 31 Jul 2019
Augmenting a BiLSTM tagger with a Morphological Lexicon and a Lexical Category Identification Step Steinþór Steingrímsson Örvar Kárason H. Loftsson 19 30 0 21 Jul 2019
What Should/Do/Can LSTMs Learn When Parsing Auxiliary Verb Constructions? Miryam de Lhoneux Sara Stymne Joakim Nivre 12 3 0 18 Jul 2019
A Comparative Analysis of Knowledge-Intensive and Data-Intensive Semantic Parsers Junjie Cao Zi-yu Lin Weiwei SUN Xiaojun Wan 16 1 0 04 Jul 2019
LTG-Oslo Hierarchical Multi-task Network: The importance of negation for document-level sentiment in Spanish Jeremy Barnes 25 3 0 18 Jun 2019
Curriculum Learning Strategies for Hindi-English Codemixed Sentiment Analysis Anirudh Dahiya Neeraj Battan Manish Shrivastava D. Sharma 44 8 0 18 Jun 2019
Tabula nearly rasa: Probing the Linguistic Knowledge of Character-Level Neural Language Models Trained on Unsegmented Text Michael Hahn Marco Baroni LMTD 22 15 0 17 Jun 2019
Theoretical Limitations of Self-Attention in Neural Sequence Models Michael Hahn 19 261 0 16 Jun 2019
Scalable Syntax-Aware Language Models Using Knowledge Distillation A. Kuncoro Chris Dyer Laura Rimell S. Clark Phil Blunsom 35 26 0 14 Jun 2019
Sentiment analysis is not solved! Assessing and probing sentiment classification Jeremy Barnes Lilja Øvrelid Erik Velldal 19 32 0 13 Jun 2019
Putting words in context: LSTM language models and lexical ambiguity Laura Aina Kristina Gulordava Gemma Boleda 16 40 0 12 Jun 2019
Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks Yi Tay Aston Zhang Anh Tuan Luu J. Rao Shuai Zhang Shuohang Wang Jie Fu S. Hui 23 55 0 11 Jun 2019
What Does BERT Look At? An Analysis of BERT's Attention Kevin Clark Urvashi Khandelwal Omer Levy Christopher D. Manning MILM 114 1,584 0 11 Jun 2019
Hierarchical Representation in Neural Language Models: Suppression and Recovery of Expectations Ethan Gotlieb Wilcox R. Levy Richard Futrell MILM 13 30 0 10 Jun 2019
Improving Relation Extraction by Pre-trained Language Representations Christoph Alt Marc Hübner Leonhard Hennig VLM 8 87 0 07 Jun 2019
Visualizing and Measuring the Geometry of BERT Andy Coenen Emily Reif Ann Yuan Been Kim Adam Pearce F. Viégas Martin Wattenberg MILM 43 415 0 06 Jun 2019
From Balustrades to Pierre Vinken: Looking for Syntax in Transformer Self-Attentions David Marecek Rudolf Rosa 28 52 0 05 Jun 2019
Open Sesame: Getting Inside BERT's Linguistic Knowledge Yongjie Lin Y. Tan Robert Frank 12 296 0 04 Jun 2019
Sequential Neural Networks as Automata William Merrill 23 74 0 04 Jun 2019
Finding Syntactic Representations in Neural Stacks William Merrill Lenny Khazan Noah Amsel Sophie Hao S. Mendelsohn Robert Frank 19 6 0 04 Jun 2019
The (Non-)Utility of Structural Features in BiLSTM-based Dependency Parsers Agnieszka Falenska Jonas Kuhn 19 19 0 29 May 2019
Interpreting and improving natural-language processing (in machines) with natural language-processing (in the brain) Mariya Toneva Leila Wehbe MILM AI4CE 42 220 0 28 May 2019
What Syntactic Structures block Dependencies in RNN Language Models? Ethan Gotlieb Wilcox R. Levy Richard Futrell 17 24 0 24 May 2019
Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned Elena Voita David Talbot F. Moiseev Rico Sennrich Ivan Titov 45 1,105 0 23 May 2019
AMR Parsing as Sequence-to-Graph Transduction Sheng Zhang Xutai Ma Kevin Duh Benjamin Van Durme 33 148 0 21 May 2019
What do Entity-Centric Models Learn? Insights from Entity Linking in Multi-Party Dialogue Laura Aina Carina Silberer M. Westera Ionut-Teodor Sorodoc Gemma Boleda 14 9 0 16 May 2019
What do you learn from context? Probing for sentence structure in contextualized word representations Ian Tenney Patrick Xia Berlin Chen Alex Jinpeng Wang Adam Poliak ... Najoung Kim Benjamin Van Durme Samuel R. Bowman Dipanjan Das Ellie Pavlick 91 848 0 15 May 2019
Contextualization of Morphological Inflection Ekaterina Vylomova Ryan Cotterell Timothy Baldwin Trevor Cohn Jason Eisner 24 3 0 04 May 2019
Evaluating Recurrent Neural Network Explanations L. Arras Ahmed Osman K. Müller Wojciech Samek XAI FAtt 24 88 0 26 Apr 2019
Generating Token-Level Explanations for Natural Language Inference James Thorne Andreas Vlachos Christos Christodoulopoulos Arpit Mittal LRM 25 57 0 24 Apr 2019
Evaluating the Representational Hub of Language and Vision Models Ravi Shekhar Ece Takmaz Raquel Fernández Raffaella Bernardi 30 11 0 12 Apr 2019
Gating Mechanisms for Combining Character and Word-level Word Representations: An Empirical Study Jorge A. Balazs Y. Matsuo AI4CE NAI 27 3 0 11 Apr 2019
Quizbowl: The Case for Incremental Question Answering Pedro Rodriguez Shi Feng Mohit Iyyer He He Jordan L. Boyd-Graber 20 50 0 09 Apr 2019
Analyzing and Interpreting Neural Networks for NLP: A Report on the First BlackboxNLP Workshop A. Alishahi Grzegorz Chrupała Tal Linzen NAI MILM 12 63 0 05 Apr 2019
Temporal and Aspectual Entailment Thomas Kober Sander Bijl de Vroe Mark Steedman 15 16 0 02 Apr 2019
Linguistic generalization and compositionality in modern artificial neural networks Marco Baroni AI4CE 28 147 0 30 Mar 2019